Rajkumar Ramamurthy
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
8
Active years
2017–2023
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ICLR | Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization. | Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiant Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi |
| 2022 | ICANN | From Open Set Recognition Towards Robust Multi-class Classification. | Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa |
| 2022 | ICMLA | Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. | David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rdiger Loitz, Rafet Sifa |
| 2021 | DocEng | ALiBERT: improved automated list inspection (ALI) with BERT. | Rajkumar Ramamurthy, Maren Pielka, Robin Stenzel, Christian Bauckhage, Rafet Sifa, Tim Dilmaghani Khameneh, Ulrich Warning, Bernd Kliem, Rdiger Loitz |
| 2021 | DSAA | Decoupling Autoencoders for Robust One-vs-Rest Classification. | Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa |
| 2021 | ESANN | Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis. | Max Lbbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa |
| 2020 | ICANN | Hopfield Networks for Vector Quantization. | Christian Bauckhage, Rajkumar Ramamurthy, Rafet Sifa |
| 2020 | ICANN | From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders. | Max Lbbering, Rajkumar Ramamurthy, Michael Gebauer, Thiago Bell, Rafet Sifa, Christian Bauckhage |
| 2020 | ICANN | Guided Reinforcement Learning via Sequence Learning. | Rajkumar Ramamurthy, Rafet Sifa, Max Lbbering, Christian Bauckhage |
| 2020 | ICPR | Supervised Autoencoder Variants for End to End Anomaly Detection. | Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage |
| 2020 | ICPR | Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks. | Maren Pielka, Rafet Sifa, Lars Patrick Hillebrand, David Biesner, Rajkumar Ramamurthy, Anna Ladi, Christian Bauckhage |
| 2020 | IJCNN | Novelty-Guided Reinforcement Learning via Encoded Behaviors. | Rajkumar Ramamurthy, Rafet Sifa, Max Lbbering, Christian Bauckhage |
| 2019 | DocEng | Towards Automated Auditing with Machine Learning. | Rafet Sifa, Anna Ladi, Maren Pielka, Rajkumar Ramamurthy, Lars Patrick Hillebrand, Birgit Kirsch, David Biesner, Robin Stenzel, Thiago Bell, Max Lbbering, Ulrich Ntten, Christian Bauckhage, Ulrich Warning, Benedikt Frst, Tim Dilmaghani Khameneh, Daniel Thom, Ilgar Huseynov, Roland Kahlert, Jennifer Schlums, Hisham Ismail, Bernd Kliem, Rdiger Loitz |
| 2019 | ICANN | Leveraging Domain Knowledge for Reinforcement Learning Using MMC Architectures. | Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Jannis Schcker, Stefan Wrobel |
| 2019 | ICANN | Echo State Networks for Named Entity Recognition. | Rajkumar Ramamurthy, Robin Stenzel, Rafet Sifa, Anna Ladi, Christian Bauckhage |
| 2018 | ICANN | Policy Learning Using SPSA. | Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Stefan Wrobel |
| 2017 | ICANN | Using Echo State Networks for Cryptography. | Rajkumar Ramamurthy, Christian Bauckhage, Krisztin Bza, Stefan Wrobel |